From 6f6bf0bfb4a87dd1865027588cd2a82aeccc0f5d Mon Sep 17 00:00:00 2001 From: Matthieu Viry Date: Tue, 17 Sep 2024 16:09:05 +0200 Subject: [PATCH] docs: add a tutorial about mapping electoral data on Grenoble --- docs/.vitepress/config.ts | 12 +- docs/public/tuto2-1.png | Bin 0 -> 129208 bytes docs/public/tuto2-10.png | Bin 0 -> 186844 bytes docs/public/tuto2-11.png | Bin 0 -> 43817 bytes docs/public/tuto2-12.png | Bin 0 -> 75848 bytes docs/public/tuto2-13.gif | Bin 0 -> 264897 bytes docs/public/tuto2-14.png | Bin 0 -> 40865 bytes docs/public/tuto2-15.png | Bin 0 -> 153574 bytes docs/public/tuto2-16.png | Bin 0 -> 47442 bytes docs/public/tuto2-17.png | Bin 0 -> 89604 bytes docs/public/tuto2-18.png | Bin 0 -> 201893 bytes docs/public/tuto2-19.gif | Bin 0 -> 494392 bytes docs/public/tuto2-2.png | Bin 0 -> 88729 bytes docs/public/tuto2-20.png | Bin 0 -> 39547 bytes docs/public/tuto2-21.png | Bin 0 -> 32259 bytes docs/public/tuto2-22.png | Bin 0 -> 251283 bytes docs/public/tuto2-23.png | Bin 0 -> 243805 bytes docs/public/tuto2-24.png | Bin 0 -> 272168 bytes docs/public/tuto2-3.png | Bin 0 -> 135939 bytes docs/public/tuto2-4.png | Bin 0 -> 114329 bytes docs/public/tuto2-5.gif | Bin 0 -> 495001 bytes docs/public/tuto2-6.png | Bin 0 -> 122619 bytes docs/public/tuto2-7.png | Bin 0 -> 118626 bytes docs/public/tuto2-8.gif | Bin 0 -> 884282 bytes docs/public/tuto2-9.png | Bin 0 -> 80131 bytes docs/public/tuto2-fin.png | Bin 0 -> 505399 bytes docs/public/tuto2-lgd.png | Bin 0 -> 50652 bytes docs/tutorials/tuto2.md | 335 ++++++++++++++++++++++++++++++++++++++ 28 files changed, 341 insertions(+), 6 deletions(-) create mode 100644 docs/public/tuto2-1.png create mode 100644 docs/public/tuto2-10.png create mode 100644 docs/public/tuto2-11.png create mode 100644 docs/public/tuto2-12.png create mode 100644 docs/public/tuto2-13.gif create mode 100644 docs/public/tuto2-14.png create mode 100644 docs/public/tuto2-15.png create mode 100644 docs/public/tuto2-16.png create mode 100644 docs/public/tuto2-17.png create mode 100644 docs/public/tuto2-18.png create mode 100644 docs/public/tuto2-19.gif create mode 100644 docs/public/tuto2-2.png create mode 100644 docs/public/tuto2-20.png create mode 100644 docs/public/tuto2-21.png create mode 100644 docs/public/tuto2-22.png create mode 100644 docs/public/tuto2-23.png create mode 100644 docs/public/tuto2-24.png create mode 100644 docs/public/tuto2-3.png create mode 100644 docs/public/tuto2-4.png create mode 100644 docs/public/tuto2-5.gif create mode 100644 docs/public/tuto2-6.png create mode 100644 docs/public/tuto2-7.png create mode 100644 docs/public/tuto2-8.gif create mode 100644 docs/public/tuto2-9.png create mode 100644 docs/public/tuto2-fin.png create mode 100644 docs/public/tuto2-lgd.png diff --git a/docs/.vitepress/config.ts b/docs/.vitepress/config.ts index 51e908e1..d793c7d6 100644 --- a/docs/.vitepress/config.ts +++ b/docs/.vitepress/config.ts @@ -59,10 +59,10 @@ function sidebarFr(): DefaultTheme.SidebarItem[] { text: 'Tutoriels', collapsed: true, items: [ - { text: 'Premier pas avec Magrit (données d\'exemple)', link: 'tutorials/tuto1' }, + // { text: 'Premier pas avec Magrit (données d\'exemple)', link: 'tutorials/tuto1' }, { text: 'Premier pas avec Magrit (données personnelles)', link: 'tutorials/tuto2' }, - { text: 'Utilisation de foncionnalités avancées de Magrit', link: 'tutorials/tuto3' }, - { text: 'Tutoriel vidéo', link: 'tutorials/video' }, + // { text: 'Utilisation de foncionnalités avancées de Magrit', link: 'tutorials/tuto3' }, + // { text: 'Tutoriel vidéo', link: 'tutorials/video' }, ], }, { text: 'Questions fréquemment posées', link: '/faq' }, @@ -131,10 +131,10 @@ function sidebarEn(): DefaultTheme.SidebarItem[] { text: 'Tutorials', collapsed: true, items: [ - { text: 'Getting started with Magrit (example dataset)', link: 'tutorials/tuto1' }, + // { text: 'Getting started with Magrit (example dataset)', link: 'tutorials/tuto1' }, { text: 'Getting started with Magrit (own dataset)', link: 'tutorials/tuto2' }, - { text: 'Using Magrit advanced features', link: 'tutorials/tuto3' }, - { text: 'Video tutorial', link: 'tutorials/video' }, + // { text: 'Using Magrit advanced features', link: 'tutorials/tuto3' }, + // { text: 'Video tutorial', link: 'tutorials/video' }, ], }, { text: 'Frequently asked questions', link: '/en/faq' }, diff --git a/docs/public/tuto2-1.png b/docs/public/tuto2-1.png new file mode 100644 index 0000000000000000000000000000000000000000..007a9ea3d3971f63f379ce1953841d42dc3d8b96 GIT binary patch literal 129208 zcmeFXWmH^S&^CB*cY-@4B)AjY-4fg#f=h6R;1D2?;2Oalf;$bt-QB%$_c?jrd+&U| zXU&>l(+e89clSQ0YL`7vRpdKm84OesQ~&@lP|uXDh_7d44*!=G=qeSg29H{sfk))0=vU8t#tbU#~vh%oRg=r>=OdWzP{`YD8i<5{4(tj_-g}G59{&xjj{?+k4@c&*S zA^U%}6gsj5^FP-DpD43iVJ^7aS*2C^L%gz^cz->e){IIc`HH55(Rp_t1j5q%b6;mG z)D>SRqPLQ>VXU(UDSgeCT$uiX#umQoP1XR+SQa9O<)Sld(-kDE_Gfu=nG68^1 z8HAJmh3>XwDKQ@=JgdSU0Zz)?g8GQ(ljCE)IM1cqfOW?`ujg-=z#CHJ=7=u`*i}JT 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Récupération des données + +### 1.1 Récupération du fond de carte + +La plateforme Open Data de la Métropole de Grenoble +met à disposition de nombreux jeux de données, parmi lesquels le découpage des bureaux de vote de la Ville de Grenoble : +https://data.metropolegrenoble.fr/visualisation/information/?id=les-bureaux-de-vote + + + + +Plusieurs formats d'export (sous forme de fichiers géographiques) sont disponibles (GeoJSON, Shapefile, KML) et sont tous compatibles avec Magrit. +Nous utiliserons le fichier GeoJSON pour cet exemple. + + + +### 1.2 Récupération des résultats des élections législatives de 2022 + +Les résultats des élections législatives de 2022 sont également disponibles sur la plateforme Open Data de la Métropole de Grenoble : https://data.metropolegrenoble.fr/visualisation/information/?id=resultats_des_elections_legislatives_de_la_ville_de_grenoble + + + +Dans l'onglet "Export", nous allons choisir la table nommée "elections_lgislatives_2022_tour_2.csv" et la télécharger au format CSV. + + + +## 2. Import des données dans Magrit + +Plusieurs manières d'importer des données sont possibles dans Magrit (glisser-déposer ou ouverture du menu d'import puis sélection des fichiers). + +Nous allons ici ouvrir la fenêtre d'import des données (accessible depuis le menu latéral gauche), puis sélectionner les deux fichiers téléchargés précédemment : +- le fichier GeoJSON des bureaux de vote (`decoupage_bureau_vote_epsg4326.geojson`), +- le fichier CSV des résultats des élections législatives (`elections_lgislatives_2022_tour_2.csv`). + + + +Après avoir cliqué sur "Importer les 2 jeux de données", on peut les voir apparaître dans le gestionnaire de couche de Magrit. +La carte s'est également centrée automatiquement sur l'emprise du fond de carte importé. + +Il est désormais possible de cliquer sur le bouton "Table attributaire" pour le fond de carte comme pour le jeu de données. + + + +Nous identifions dans la table attributaire du fond de carte des bureaux de vote les colonnes suivantes : +- `dec_bureau_vote_num` : le code du bureau de vote, +- `dec_bureau_vote_exist` : l'existence du bureau de vote à la date des dernières élections (1 si le bureau de vote existe, 0 sinon), + + + + +Nous identifions dans la table des résultats des élections législatives les colonnes suivantes : +- `code_du_bureau` : le code du bureau de vote, +- `pourcentage_d_abstentions` : le pourcentage d'abstention au second tour de l'élection législative 2022. + +## 3. Préparation des données + +### 3.1 Sélection des bureaux de vote actuels + +Le fond de carte des bureaux de vote contient des bureaux de vote qui n'existent plus à la date des dernières élections (il s'agit d'un jeu de données contenant l'historique des découpages des bureaux de vote). + +Afin de sélectionner seulement les bureaux de vote actuels, nous allons opérer à une **sélection attributaire** sur la couche des bureaux de vote. + + + +Cette fonctionnalité permet d'effectuer une sélection attributaire en utilisant une expression SQL-like. +Les entités qui satisfont l'expression sont sélectionnées pour la création d'une nouvelle couche. Il est également nécessaire, dans cette fenêtre, de renseigner un nom pour la nouvelle couche. + + + +Une fois la couche créée, elle apparaît dans le gestionnaire de couche de Magrit et sur la carte, au dessus des autres couches. +Il est désormais possible de désactiver la couche des bureaux de vote historiques. + + + +### 3.2 Jointure des données + +Nous allons maintenant réaliser une jointure entre la couche des bureaux de vote actuels et la table des résultats des élections législatives en se basant sur +le champ commun (c'est-à-dire qu'il est présent dans les deux tables à joindre) contenant le code du bureau de vote. + + + +Dans la fenêtre qui s'ouvre, il est nécessaire de faire plusieurs choix : +- à quel fond de carte joindre la table ? (ici, la couche des bureaux de vote actuels, créée plus tôt et nommée `Grenoble_bureau_vote_2022`), +- quel champ de la table joindre à quel champ du fond de carte ? (ici, `code_du_bureau` de la table des résultats des élections législatives avec `dec_bureau_vote_num` de la couche des bureaux de vote actuels). + +Une fois ces choix effectués, il est possible de voir si des correspondances ont bien été trouvées entre les deux jeux de données. Ici, on peut voir que tous les bureaux de vote du fond de carte +ont trouvé une correspondance dans la table des résultats des élections législatives. +Il est ensuite possible de valider la jointure en cliquant sur "Confirmation". + + + +Les données jointes sont ajoutées directement à la table attributaire du fond de carte (c'est-à-dire que celui-ci contient désormais de nouvelles colonnes : ) + +## 4. Représentation des données + +### 4.1 Choix d'une projection cartographique + + + + +### 4.2 Choix d'une représentation + +Nous allons maintenant choisir une représentation pour notre carte. Nous allons ici choisir une carte choroplèthe, +représentant le pourcentage d'abstention au second tour de l'élection législative de 2022. + +Pour cela il est nécessaire de choisir la couche à représenter (ici, la couche des bureaux de vote actuels avec les données jointes), +et de cliquer sur le bouton permettant d'accéder à la fenêtre de choix de la représentation ou de fonctionnalités d'analyse : + + + +Cela permet d'ouvrir une fenêtre contenant une quinzaine de boites : celles qui sont grisées ne sont pas disponibles pour la couche sélectionnée (par exemple car la couche ne contient +pas les données permettant de mettre en œuvre la représentation en question). + +Nous cliquons pour notre part sur la boite "Choroplèthe" pour ouvrir la fenêtre de paramétrage de la carte choroplèthe. + + + + +Cette fenêtre permet de choisir : +- la variable à représenter (ici `pourcentage_d_abstentions`), +- la discrétisation (parmis plusieurs raccourcis, ou en ouvrant une fenêtre dédiée à la discrétisation - c'est ce que nous faisons ici). + + + +La fenêtre de discrétisation comporte plusieurs éléments permettant de mieux comprendre la distribution des valeurs de la variable à représenter : +- un résumé statistique des valeurs de la variable (minimum, maximum, moyenne, médiane, écart-type), +- un graphique présentant à la fois un histogramme des valeurs, une courbe de densité, une boite à moustache et la position réelle de chaque valeur. + +Ces éléments permettent de choisir une méthode de discrétisation adaptée à la distribution des valeurs de la variable. + +Dans sa moitié inférieure, cette fenêtre comprend les éléments permettant de paramétrer la discrétisation : +- choix de la méthode, +- choix du nombre de classes souhaitées, +- choix d'une palette de couleurs, +- etc. (d'autres options peuvent apparaitre en fonction du type de discrétisation demandée ou du type de palette demandée). + +Un graphique présente également la répartition des valeurs dans les classes créées (ainsi que le nombre de valeurs dans chaque classe). + + + +Une fois satisfait avec la discrétisation choisie, il est possible de cliquer sur "Confirmation" pour valider les choix de discrétisation, +puis de cliquer sur "Confirmation" pour valider la création de la carte choroplèthe. + +La carte est alors créée et affichée à l'écran. + + + +Différentes options de personnalisation du résultat sont disponibles, notamment afin de déplacer et de personnaliser la légende. +Un menu contextuel (accessible après un clic-droit sur la légende) permet notamment d'ouvrir la fenêtre de personnalisation de la légende. +Il est également possible d'accéder à cette fenêtre en faisant un double-clic sur la légende. + + + +Nous choisissons ici de modifier de nombreux éléments de la légende : +- titre de la légende, +- sous-titre de la légende, +- note en bas de la légende (pour enlever la note par défaut), +- taille des blocs de couleur, +- arrondi des coins des blocs de couleur (afin de créer des cercles), +- espacement entre les blocs de couleur (afin qu'ils ne soient plus collés les uns aux autres comme c'est le cas par défaut), +- taille des différents éléments textuels (titre, sous-titre et étiquettes des classes). + +Ce sont ces choix qui permettent de créer une légende plus lisible et plus esthétique (au tout du moins, qui correspond plus à nos attentes) : + + + +Il est également possible de personnaliser différents paramètres de la carte choroplèthe qui vient d'être créée en cliquant sur +le bouton "Paramètres" dans le gestionnaire de couche : + + + +Cette fenêtre permet ainsi de modifier des paramètres généraux (opacité de la couche, couleur, épaisseur et opacité de la bordure, ajout d'une ombre à la couche, etc.) mais +également de modifier l'ensemble des paramètres de discrétisation qui ont été choisis lors de la création de la carte choroplèthe (nombre de classes, méthode de discrétisation, palette de couleurs, etc.). + + + +Nous choisissons ici : +- de modifier la couleur de la bordure pour la rendre grise, +- d'ajouter une ombre à la couche afin de la détacher visuellement du fond de carte. + + +## 5. Habillage de la carte + +Lorsque la carte est satisfaisante, il est possible de l'habiller pour la rendre plus lisible et plus esthétique. + +Dans le menu latéral gauche, il est possible d'accéder à la section "Mise en page et éléments d'habillage". Celle-ci permet différentes actions : +- ajout d'un titre et d'une source à la carte (il s'agit simplement de zones de texte, déjà positionnées), +- choix de la couleur du fond de la carte, +- ajout de différents éléments traditionnels : + - flèche ou ligne brisée, + - rectangle ou cercle, + - flèche du nord, + - échelle graphique, + - zone de texte, + - image ou symbole au choix, + - dessin libre (à main levée). + +Dans notre cas nous choisissons d'ajouter un titre à la carte, en conservant son positionnement d'origine : + + + +Nous choisissons également d'ajouter une marge autour de la carte, pour permettre d'héberger le titre et la source des données, sans que ceux-ci n'interfèrent avec la carte elle-même. + +Il est possible de choisir la dimension de chaque marge (haut, bas, droite, gauche) en pixels et de définir une couleur et une opacité pour la marge. + +Dans notre cas, nous ajoutons seulement une marge en haut et en bas. + + + +Nous utilisons ensuite les fonctionnalités *"zone de texte"* et *"ligne brisée"* afin d'indiquer 3 lieux d'intérêt sur la carte : il s'agit des 3 bureaux de vote avec le plus +fort taux d'abstention au second tour de l'élection législative de 2022. + +## 6. Export de la carte + +Une fois le résultat satisfaisant, il est possible d'exporter la carte réalisée : +- en PNG (en choisissant la taille en pixel, par défaut il s'agit de celle actuelle de la carte), +- en SVG. + +Puisque nous ne souhaitons pas retoucher la carte *a posteriori* dans un logiciel de dessin vectoriel, nous choisissons l'export en PNG. + + + +La carte ainsi exportée est fidèle à celle affichée à l'écran, et peut être utilisée dans un rapport, une présentation ou tout autre document : + +

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